As we move from nowcasting to short or medium range forecasting the biggest challenge is the lack of high resolution observational data that is typically obtained through data assimilation. There have also been efforts to postprocess NWP predictions using neural networks by incorporating them into the set of input features [1]}; this is similar to our MetNet-2 Postprocess variant.
